abhisheks008 · Harshit-code-tech · Jun 18, 2024
diff --git a/Salary_Detection/Dataset/README.md b/Salary_Detection/Dataset/README.md
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+# Dataset
+
+## Overview
+This folder contains the dataset used for the Salary Prediction of Data Professionals project.
+
+## Contents
+- `Salary Prediction of Data Professions.csv`: The main dataset used for training and testing the model.
+
+
+## Description
+The dataset includes various features such as job role, experience, age, ratings, and other relevant attributes to predict the salary of data professionals.
diff --git a/Salary_Detection/Dataset/Salary Prediction of Data Professions.csv b/Salary_Detection/Dataset/Salary Prediction of Data Professions.csv
diff --git a/...arning Model Development and Evaluation/Screenshot from 2024-06-11 11-13-30.png b/...arning Model Development and Evaluation/Screenshot from 2024-06-11 11-13-30.png
diff --git a/...arning Model Development and Evaluation/Screenshot from 2024-06-11 11-15-28.png b/...arning Model Development and Evaluation/Screenshot from 2024-06-11 11-15-28.png
diff --git a/...ages/Machine Learning Model Development and Evaluation/actual vs prediction.png b/...ages/Machine Learning Model Development and Evaluation/actual vs prediction.png
diff --git a/...Images/Machine Learning Model Development and Evaluation/actualvsprediction.png b/...Images/Machine Learning Model Development and Evaluation/actualvsprediction.png
diff --git a/...n/Images/Machine Learning Model Development and Evaluation/model evaluation.png b/...n/Images/Machine Learning Model Development and Evaluation/model evaluation.png
diff --git a/...n/Images/Machine Learning Model Development and Evaluation/model prediction.png b/...n/Images/Machine Learning Model Development and Evaluation/model prediction.png
diff --git a/...s/Machine Learning Model Development and Evaluation/model_evaluation_result.png b/...s/Machine Learning Model Development and Evaluation/model_evaluation_result.png
diff --git a/...on/Images/Machine Learning Model Development and Evaluation/model_selection.png b/...on/Images/Machine Learning Model Development and Evaluation/model_selection.png
diff --git a/Salary_Detection/Images/README.md b/Salary_Detection/Images/README.md
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+# Images
+
+## Overview
+This folder contains images generated during different stages of the project such as data preprocessing, exploratory data analysis (EDA), feature engineering, and model evaluation.
+
+## Structure
+- `.datapreprocessing`: Images related to data preprocessing steps.
+  - `.data_handling`: Images showing data handling techniques.
+- `.eda`: Visualizations created during exploratory data analysis.
+- `.feature_engineering`: Images showing feature engineering steps.
+- `.Machine_Learning_Model_Development_and_Evaluation`: Visualizations related to model development and evaluation.
+- `.ml_pipeline`: Images depicting the machine learning pipeline.
+
+
diff --git a/Salary_Detection/Images/data preprocessing/Screenshot from 2024-06-11 11-03-48.png b/Salary_Detection/Images/data preprocessing/Screenshot from 2024-06-11 11-03-48.png
diff --git a/.../data preprocessing/data handling/Handle Date Columns and Calculate Tenure:.png b/.../data preprocessing/data handling/Handle Date Columns and Calculate Tenure:.png
diff --git a/Salary_Detection/Images/data preprocessing/data handling/handle missing data.png b/Salary_Detection/Images/data preprocessing/data handling/handle missing data.png
diff --git a/Salary_Detection/Images/data preprocessing/encoding.png b/Salary_Detection/Images/data preprocessing/encoding.png
diff --git a/Salary_Detection/Images/data preprocessing/train and feature.png b/Salary_Detection/Images/data preprocessing/train and feature.png
diff --git a/Salary_Detection/Images/eda/check_for_null.png b/Salary_Detection/Images/eda/check_for_null.png
diff --git a/Salary_Detection/Images/eda/correlation.png b/Salary_Detection/Images/eda/correlation.png
diff --git a/Salary_Detection/Images/eda/describe.png b/Salary_Detection/Images/eda/describe.png
diff --git a/Salary_Detection/Images/eda/distribution of salary.png b/Salary_Detection/Images/eda/distribution of salary.png
diff --git a/Salary_Detection/Images/eda/head.png b/Salary_Detection/Images/eda/head.png
diff --git a/Salary_Detection/Images/eda/info.png b/Salary_Detection/Images/eda/info.png
diff --git a/Salary_Detection/Images/eda/salary vs age.png b/Salary_Detection/Images/eda/salary vs age.png
diff --git a/Salary_Detection/Images/eda/salaryvsdesignation.png b/Salary_Detection/Images/eda/salaryvsdesignation.png
diff --git a/...ry_Detection/Images/feature engenirring/Screenshot from 2024-06-11 10-47-06.png b/...ry_Detection/Images/feature engenirring/Screenshot from 2024-06-11 10-47-06.png
diff --git a/...ry_Detection/Images/feature engenirring/Screenshot from 2024-06-11 10-49-00.png b/...ry_Detection/Images/feature engenirring/Screenshot from 2024-06-11 10-49-00.png
diff --git a/...ry_Detection/Images/feature engenirring/Screenshot from 2024-06-11 10-55-36.png b/...ry_Detection/Images/feature engenirring/Screenshot from 2024-06-11 10-55-36.png
diff --git a/...ry_Detection/Images/feature engenirring/Screenshot from 2024-06-11 10-56-11.png b/...ry_Detection/Images/feature engenirring/Screenshot from 2024-06-11 10-56-11.png
diff --git a/Salary_Detection/Images/ml pipeline/Screenshot from 2024-06-11 00-47-56.png b/Salary_Detection/Images/ml pipeline/Screenshot from 2024-06-11 00-47-56.png
diff --git a/Salary_Detection/Images/ml pipeline/Screenshot from 2024-06-11 11-26-26.png b/Salary_Detection/Images/ml pipeline/Screenshot from 2024-06-11 11-26-26.png
diff --git a/Salary_Detection/Images/ml pipeline/create and train of pipeline.png b/Salary_Detection/Images/ml pipeline/create and train of pipeline.png
diff --git a/Salary_Detection/Images/ml pipeline/preprocessing for cateogarical input.png b/Salary_Detection/Images/ml pipeline/preprocessing for cateogarical input.png
diff --git a/Salary_Detection/Images/ml pipeline/preprocessiong for numeric factor.png b/Salary_Detection/Images/ml pipeline/preprocessiong for numeric factor.png
diff --git a/Salary_Detection/Model/README.md b/Salary_Detection/Model/README.md
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+# Model
+
+## Overview
+This folder contains the main project files for the Salary Prediction of Data Professionals project.
+
+## Contents
+- `mentorness_ml_1.ipynb`: The Jupyter notebook file containing the entire workflow of the project including data analysis, feature engineering, model training, and evaluation.
+- `README.md`: This readme file.
+- `data`: A folder containing the dataset used in the project.
+
+## Instructions
+1. Open the `mentorness_ml_1.ipynb` to view the step-by-step workflow.
+2. Install the necessary dependencies listed in the `requirements.txt` file.
diff --git a/Salary_Detection/Model/Salary Prediction of Data Professions.csv b/Salary_Detection/Model/Salary Prediction of Data Professions.csv